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In vivo comparison of the charge densities required to evoke motor responses using novel annular penetrating microelectrodes. 体内比较使用新型环形穿透微电极引起运动反应所需的电荷密度。
Pub Date : 2015-05-12 eCollection Date: 2015-01-01 DOI: 10.3389/fneng.2015.00005
Emma K Brunton, Bjorn Winther-Jensen, Chun Wang, Edwin B Yan, Saman Hagh Gooie, Arthur J Lowery, Ramesh Rajan

Electrodes for cortical stimulation need to deliver current to neural tissue effectively and safely. We have developed electrodes with a novel annular geometry for use in cortical visual prostheses. Here, we explore a critical question on the ideal annulus height to ensure electrical stimulation will be safe and effective. We implanted single electrodes into the motor cortex of anesthetized rats and measured the current required to evoke a motor response to stimulation, and the charge injection capacity (CIC) of the electrodes. We compared platinum iridium (PtIr) electrodes with different annulus heights, with and without a coating of porous titanium nitride (TiN). Threshold charge densities to evoke a motor response ranged from 12 to 36 μC.cm(-2).ph(-1). Electrodes with larger geometric surface areas (GSAs) required higher currents to evoke responses, but lower charge densities. The addition of a porous TiN coating did not significantly influence the current required to evoke a motor response. The CIC of both electrode types was significantly reduced in vivo compared with in vitro measurements. The measured CIC was 72 and 18 μC.cm(-2).ph(-1) for electrodes with and without a TiN coating, respectively. These results support the use of PtIr annular electrodes with annulus heights greater than 100 μm (GSA of 38, 000 μm(2)). However, if the electrodes are coated with porous TiN the annulus height can be reduced to 40 μm (GSA of 16,000 μm(2)).

用于皮层刺激的电极需要有效、安全地将电流输送到神经组织。我们开发了一种新颖的环形几何电极,用于皮质视觉假体。在这里,我们探讨了理想环空高度的关键问题,以确保电刺激安全有效。我们将单电极植入麻醉大鼠的运动皮层,测量刺激引起运动反应所需的电流和电极的电荷注入能力(CIC)。我们比较了不同环高度的铂铱(PtIr)电极,有和没有多孔氮化钛(TiN)涂层。引起运动响应的阈值电荷密度范围为12 ~ 36 μC.cm(-2).ph(-1)。具有较大几何表面积(gsa)的电极需要较高的电流来引起响应,但电荷密度较低。添加多孔TiN涂层对引起电机响应所需的电流没有显著影响。与体外测量相比,两种电极类型的CIC在体内显着降低。镀TiN和未镀TiN电极的CIC值分别为72 μC.cm(-2).ph(-1)。这些结果支持环空高度大于100 μm的PtIr环形电极的使用(GSA为38,000 μm(2))。然而,如果电极表面涂有多孔TiN,则环空高度可降至40 μm(GSA为16,000 μm(2))。
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引用次数: 4
SET: a pupil detection method using sinusoidal approximation. SET:使用正弦近似的瞳孔检测方法。
Pub Date : 2015-04-09 eCollection Date: 2015-01-01 DOI: 10.3389/fneng.2015.00004
Amir-Homayoun Javadi, Zahra Hakimi, Morteza Barati, Vincent Walsh, Lili Tcheang

Mobile eye-tracking in external environments remains challenging, despite recent advances in eye-tracking software and hardware engineering. Many current methods fail to deal with the vast range of outdoor lighting conditions and the speed at which these can change. This confines experiments to artificial environments where conditions must be tightly controlled. Additionally, the emergence of low-cost eye tracking devices calls for the development of analysis tools that enable non-technical researchers to process the output of their images. We have developed a fast and accurate method (known as "SET") that is suitable even for natural environments with uncontrolled, dynamic and even extreme lighting conditions. We compared the performance of SET with that of two open-source alternatives by processing two collections of eye images: images of natural outdoor scenes with extreme lighting variations ("Natural"); and images of less challenging indoor scenes ("CASIA-Iris-Thousand"). We show that SET excelled in outdoor conditions and was faster, without significant loss of accuracy, indoors. SET offers a low cost eye-tracking solution, delivering high performance even in challenging outdoor environments. It is offered through an open-source MATLAB toolkit as well as a dynamic-link library ("DLL"), which can be imported into many programming languages including C# and Visual Basic in Windows OS (www.eyegoeyetracker.co.uk).

尽管眼动跟踪软件和硬件工程最近取得了进步,但外部环境下的移动眼动跟踪仍然充满挑战。目前的许多方法都无法应对多种多样的室外照明条件以及这些条件的变化速度。这就将实验限制在必须严格控制条件的人工环境中。此外,低成本眼动仪的出现也要求开发分析工具,使非技术研究人员能够处理图像输出。我们开发了一种快速而准确的方法(称为 "SET"),它甚至适用于自然环境中不受控制的、动态的甚至极端的照明条件。我们通过处理两组眼睛图像,比较了 SET 和两种开源替代方法的性能:具有极端光照变化的室外自然场景图像("Natural")和挑战性较低的室内场景图像("CASIA-Iris-Thousand")。我们的研究表明,SET 在室外条件下表现出色,而在室内则速度更快,准确性也没有明显下降。SET 提供了一种低成本的眼球跟踪解决方案,即使在具有挑战性的室外环境中也能提供高性能。它通过开源的 MATLAB 工具包和动态链接库("DLL")提供,可导入多种编程语言,包括 Windows 操作系统中的 C# 和 Visual Basic (www.eyegoeyetracker.co.uk)。
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引用次数: 0
The chronic challenge-new vistas on long-term multisite contacts to the central nervous system. 慢性挑战-中枢神经系统长期多部位接触的新前景。
Pub Date : 2015-03-18 eCollection Date: 2015-01-01 DOI: 10.3389/fneng.2015.00003
Ulrich G Hofmann, Jürgen Krüger
This Special Research Topic at hand is a collection of contributions from eminent research groups shedding light on several aspects of the still unresolved problem of a truly chronic cortical interface to enable long term brain-machine interfacing to human patients. The hypothesis article of Fernandez et al. (2014) adds to the three generally agreed-on features for biocompatibility (bio-safety, bio-stability, and bio-functionality) with a fourth one that mirrors the demand for “bio-tolerability.” Sommakia et al. (2014a) study aims to reduce the almost-immediate adsorption of non-cellular tissue components upon insertion by dip-coating polyethylene glycol (PEG) as a “stealth” cover. It points toward a beneficial alteration of adsorption on the probe, but cautions PEG's immediate use for long term implants in the brain. In fact, in a second contribution based on a mixed-brain culture (Sommakia et al., 2014b), they show evidence for a complex response of glia cells on micro-wires dip-coated with PEG and/or lipopolysaccharides (LPS), but not of neurons, which is somewhat contradictory to pure in vivo findings. In the same context of passive probe coatings, De Faveri et al. (2014) moved toward a more “natural” method by coating glass-insulated micro-wires with fibrin hydrogel, as a biological cushion between brain and probe. Using immunofluorescence techniques, they were able to demonstrate a beneficial effect on longer term astrocytic responses and successful encapsulation of brain cells in fibrin as in Richter (2012). Beyond the modulatory effects of passive surface coatings, two articles review organic coatings for micro-contacts in the nervous system. The contribution by Asplund et al. (2014) concisely reviews electrodes based on conductive polymers, not only for improving site-tissue coupling, but also for electrically eluting anti-inflammatory drugs using various stimulation patterns. They go to great depth on how to apply this elution process to a living being, since the active elution technique inherently requires compliance with demanding bio-compatibility issues. The review of Aregueta-Robles et al. (2014) addresses the topic of organic and nanoscopic coatings with a wider perspective, and thus provides an excellent overview regarding a huge variety of the various reported approaches including the “living electrode” of Ochiai et al. (1980) and their adaptation by Richter et al. (2010, 2011). Extending the time frame of all above mentioned studies, Prasad et al. (2014) investigate whether the brain's foreign body response is the sole cause for poor electrode yield using Pt/Ir micro wire arrays. They state that leading aspects include the suboptimal construction of the micro wires, as well as the severing of the blood brain barrier upon insertion. In order to achieve a deeper insight into the suboptimal micro array construction, another study of the same group (Sankar et al., 2014) analyses long-term impedance spectra using FEM
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引用次数: 2
High frequency switched-mode stimulation can evoke post synaptic responses in cerebellar principal neurons. 高频开关模式刺激可引起小脑主神经元突触后反应。
Pub Date : 2015-03-06 eCollection Date: 2015-01-01 DOI: 10.3389/fneng.2015.00002
Marijn N van Dongen, Freek E Hoebeek, S K E Koekkoek, Chris I De Zeeuw, Wouter A Serdijn

This paper investigates the efficacy of high frequency switched-mode neural stimulation. Instead of using a constant stimulation amplitude, the stimulus is switched on and off repeatedly with a high frequency (up to 100 kHz) duty cycled signal. By means of tissue modeling that includes the dynamic properties of both the tissue material as well as the axon membrane, it is first shown that switched-mode stimulation depolarizes the cell membrane in a similar way as classical constant amplitude stimulation. These findings are subsequently verified using in vitro experiments in which the response of a Purkinje cell is measured due to a stimulation signal in the molecular layer of the cerebellum of a mouse. For this purpose a stimulator circuit is developed that is able to produce a monophasic high frequency switched-mode stimulation signal. The results confirm the modeling by showing that switched-mode stimulation is able to induce similar responses in the Purkinje cell as classical stimulation using a constant current source. This conclusion opens up possibilities for novel stimulation designs that can improve the performance of the stimulator circuitry. Care has to be taken to avoid losses in the system due to the higher operating frequency.

本文研究了高频切换模式神经刺激的效果。而不是使用恒定的刺激幅度,刺激是用高频(高达100 kHz)占空比信号反复打开和关闭。通过组织模型(包括组织材料和轴突膜的动态特性),首次表明开关模式刺激以与经典恒振幅刺激相似的方式使细胞膜去极化。这些发现随后通过体外实验得到验证,在实验中,由于小鼠小脑分子层的刺激信号,浦肯野细胞的反应被测量。为此目的,开发了一种能够产生单相高频开关模式刺激信号的刺激电路。结果证实了模型,表明开关模式刺激能够在浦肯野细胞中引起与使用恒流源的经典刺激相似的反应。这一结论开辟了新的刺激设计的可能性,可以提高刺激电路的性能。必须小心避免由于较高的工作频率在系统中造成损失。
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引用次数: 10
NeuroPG: open source software for optical pattern generation and data acquisition. NeuroPG:用于光学模式生成和数据采集的开源软件。
Pub Date : 2015-03-02 eCollection Date: 2015-01-01 DOI: 10.3389/fneng.2015.00001
Benjamin W Avants, Daniel B Murphy, Joel A Dapello, Jacob T Robinson

Patterned illumination using a digital micromirror device (DMD) is a powerful tool for optogenetics. Compared to a scanning laser, DMDs are inexpensive and can easily create complex illumination patterns. Combining these complex spatiotemporal illumination patterns with optogenetics allows DMD-equipped microscopes to probe neural circuits by selectively manipulating the activity of many individual cells or many subcellular regions at the same time. To use DMDs to study neural activity, scientists must develop specialized software to coordinate optical stimulation patterns with the acquisition of electrophysiological and fluorescence data. To meet this growing need we have developed an open source optical pattern generation software for neuroscience-NeuroPG-that combines, DMD control, sample visualization, and data acquisition in one application. Built on a MATLAB platform, NeuroPG can also process, analyze, and visualize data. The software is designed specifically for the Mightex Polygon400; however, as an open source package, NeuroPG can be modified to incorporate any data acquisition, imaging, or illumination equipment that is compatible with MATLAB's Data Acquisition and Image Acquisition toolboxes.

利用数字微镜装置(DMD)进行图案照明是光遗传学研究的有力工具。与扫描激光器相比,dmd价格低廉,可以很容易地创建复杂的照明模式。将这些复杂的时空照明模式与光遗传学相结合,使配备dmd的显微镜能够通过选择性地同时操纵许多单个细胞或许多亚细胞区域的活动来探测神经回路。为了使用dmd来研究神经活动,科学家必须开发专门的软件来协调光刺激模式与电生理和荧光数据的获取。为了满足这种不断增长的需求,我们开发了一种用于神经科学的开源光学模式生成软件- neuropg -它将DMD控制,样本可视化和数据采集结合在一个应用程序中。NeuroPG建立在MATLAB平台上,还可以处理、分析和可视化数据。该软件是专门为Mightex Polygon400设计的;然而,作为一个开源包,NeuroPG可以被修改,以纳入与MATLAB的数据采集和图像采集工具箱兼容的任何数据采集、成像或照明设备。
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引用次数: 14
A low-cost programmable pulse generator for physiology and behavior. 用于生理和行为的低成本可编程脉冲发生器。
Pub Date : 2014-12-11 eCollection Date: 2014-01-01 DOI: 10.3389/fneng.2014.00043
Joshua I Sanders, Adam Kepecs

Precisely timed experimental manipulations of the brain and its sensory environment are often employed to reveal principles of brain function. While complex and reliable pulse trains for temporal stimulus control can be generated with commercial instruments, contemporary options remain expensive and proprietary. We have developed Pulse Pal, an open source device that allows users to create and trigger software-defined trains of voltage pulses with high temporal precision. Here we describe Pulse Pal's circuitry and firmware, and characterize its precision and reliability. In addition, we supply online documentation with instructions for assembling, testing and installing Pulse Pal. While the device can be operated as a stand-alone instrument, we also provide application programming interfaces in several programming languages. As an inexpensive, flexible and open solution for temporal control, we anticipate that Pulse Pal will be used to address a wide range of instrumentation timing challenges in neuroscience research.

对大脑及其感觉环境的精确定时实验操作经常被用来揭示大脑功能的原理。虽然可以用商业仪器生成用于时间刺激控制的复杂而可靠的脉冲序列,但目前的选择仍然昂贵且专有。我们开发了Pulse Pal,这是一种开源设备,允许用户创建和触发具有高时间精度的软件定义电压脉冲序列。本文介绍了Pulse Pal的电路和固件,并对其精度和可靠性进行了描述。此外,我们还提供在线文档,包括组装,测试和安装Pulse Pal的说明。虽然该设备可以作为独立仪器操作,但我们还提供几种编程语言的应用程序编程接口。作为一种廉价、灵活和开放的时间控制解决方案,我们预计Pulse Pal将用于解决神经科学研究中广泛的仪器定时挑战。
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引用次数: 64
Interaction of BCI with the underlying neurological conditions in patients: pros and cons. 脑机接口与患者潜在神经系统疾病的相互作用:利弊。
Pub Date : 2014-11-18 eCollection Date: 2014-01-01 DOI: 10.3389/fneng.2014.00042
Aleksandra Vuckovic, Jaime A Pineda, Kristen LaMarca, Disha Gupta, Christoph Guger
The primary purpose of clinical Brain Computer Interface (BCI) systems is to help patients communicate with their environment or to aid in their recovery. BCI can be used to replace, restore, enhance, supplement, or improve natural Central Neural System (CNS) output (Wolpaw and Wolpaw, 2012). A common denominator for all BCI patient groups is that they suffer from a neurological deficit. As a consequence, BCI systems in clinical and research settings operate with control signals (brain waves) that could be substantially altered compared to brain waves of able-bodied individuals. Most BCI systems are built and tested on able-bodied individuals, being insufficiently robust for clinical applications. The main reason for this is a lack of systematic analysis on how different neurological problems affect the BCI performance. This special issue highlights interaction of BCI systems with the underlying neurological problems and how performance of these BCI system differ compared to similar systems tested on healthy individuals. The issue presents 4 reviews (Friedrich et al., 2014; Pineda et al., 2014; Priftis, 2014; Rupp, 2014) and 8 experimental studies (Ang et al., 2014; Daly et al., 2014; Ono et al., 2014; Song et al., 2014; Xu et al., 2014; Young et al., 2014a,b,c). It covers studies on five different patient groups: stroke (Ang et al., 2014; Ono et al., 2014; Song et al., 2014; Young et al., 2014a,b,c), spinal cord injury (SCI) (Rupp, 2014; Xu et al., 2014), autism (Friedrich et al., 2014; Pineda et al., 2014), cerebral palsy (CP) (Daly et al., 2014) and amyotrophic lateral sclerosis (ALS) (Priftis, 2014). Three different types of BCI are presented: motor imagery, P300 and neurofeedback (operant conditioning). In the presented papers, BCI has been used either on its own or in a combination with an external device such as a robot or a functional electrical stimulation (FES). Review papers discuss several possible applications of BCI including methods to replace (Priftis, 2014; Rupp, 2014), restore (Rupp, 2014) and improve (Friedrich et al., 2014; Pineda et al., 2014; Rupp, 2014) natural CNP output. Several experimental studies in this special issue present BCI applications to improve and restore CNP functions (Ang et al., 2014; Ono et al., 2014; Young et al., 2014a,b) while some present basic research papers looking into the effect of BCI training on the cortical activity (Song et al., 2014; Young et al., 2014b,c) or exploring EEG signature characteristic for a certain patient group, such as SCI or CP (Daly et al., 2014; Xu et al., 2014). In two review articles Pineda et al. and Friedrich et al. look into the application of BCI on a relatively novel group of patients, autistic children, who show deficits in social and communicative skills, including imitation, empathy, and shared attention, as well as restricted interests and repetitive patterns of behaviors. They discuss evidences for model-based neurofeedback approach for treating auti
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引用次数: 19
Glial cells, but not neurons, exhibit a controllable response to a localized inflammatory microenvironment in vitro. 神经胶质细胞,而不是神经元,在体外对局部炎症微环境表现出可控的反应。
Pub Date : 2014-11-14 eCollection Date: 2014-01-01 DOI: 10.3389/fneng.2014.00041
Salah Sommakia, Jenna L Rickus, Kevin J Otto

The ability to design long-lasting intracortical implants hinges on understanding the factors leading to the loss of neuronal density and the formation of the glial scar. In this study, we modify a common in vitro mixed cortical culture model using lipopolysaccharide (LPS) to examine the responses of microglia, astrocytes, and neurons to microwire segments. We also use dip-coated polyethylene glycol (PEG), which we have previously shown can modulate impedance changes to neural microelectrodes, to control the cellular responses. We find that microglia, as expected, exhibit an elevated response to LPS-coated microwire for distances of up to 150 μm, and that this elevated response can be mitigated by co-depositing PEG with LPS. Astrocytes exhibit a more complex, distance-dependent response, whereas neurons do not appear to be affected by the type or magnitude of glial response within this in vitro model. The discrepancy between our in vitro responses and typically observed in vivo responses suggest the importance of using a systems approach to understand the responses of the various brain cell types in a chronic in vivo setting, as well as the necessity of studying the roles of cell types not native to the brain. Our results further indicate that the loss of neuronal density observed in vivo is not a necessary consequence of elevated glial activation.

设计持久的皮质内植入物的能力取决于了解导致神经元密度损失和胶质瘢痕形成的因素。在这项研究中,我们用脂多糖(LPS)修饰了一个常见的体外混合皮层培养模型,以检测小胶质细胞、星形胶质细胞和神经元对微丝段的反应。我们还使用浸涂聚乙二醇(PEG),我们之前已经证明它可以调节神经微电极的阻抗变化,以控制细胞反应。我们发现,正如预期的那样,小胶质细胞对长达150 μm的脂多糖涂层微丝的反应增强,并且这种增强的反应可以通过聚乙二醇与脂多糖共沉积来缓解。在这个体外模型中,星形胶质细胞表现出更复杂的、距离依赖的反应,而神经元似乎不受胶质反应的类型或大小的影响。我们的体外反应和体内反应之间的差异表明,使用系统方法来理解慢性体内环境中各种脑细胞类型的反应的重要性,以及研究非大脑原生细胞类型的作用的必要性。我们的结果进一步表明,在体内观察到的神经元密度的丧失并不是神经胶质激活升高的必然结果。
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引用次数: 16
Real-time in vivo optogenetic neuromodulation and multielectrode electrophysiologic recording with NeuroRighter. 实时体内光遗传神经调节和多电极电生理记录。
Pub Date : 2014-10-29 eCollection Date: 2014-01-01 DOI: 10.3389/fneng.2014.00040
Nealen G Laxpati, Babak Mahmoudi, Claire-Anne Gutekunst, Jonathan P Newman, Riley Zeller-Townson, Robert E Gross

Optogenetic channels have greatly expanded neuroscience's experimental capabilities, enabling precise genetic targeting and manipulation of neuron subpopulations in awake and behaving animals. However, many barriers to entry remain for this technology - including low-cost and effective hardware for combined optical stimulation and electrophysiologic recording. To address this, we adapted the open-source NeuroRighter multichannel electrophysiology platform for use in awake and behaving rodents in both open and closed-loop stimulation experiments. Here, we present these cost-effective adaptations, including commercially available LED light sources; custom-made optical ferrules; 3D printed ferrule hardware and software to calibrate and standardize output intensity; and modifications to commercially available electrode arrays enabling stimulation proximally and distally to the recording target. We then demonstrate the capabilities and versatility of these adaptations in several open and closed-loop experiments, demonstrate spectrographic methods of analyzing the results, as well as discuss artifacts of stimulation.

光遗传通道极大地扩展了神经科学的实验能力,使清醒和行为动物的神经元亚群的精确遗传靶向和操纵成为可能。然而,这项技术仍然存在许多障碍,包括用于结合光学刺激和电生理记录的低成本和有效的硬件。为了解决这个问题,我们采用了开源的neuroright多通道电生理平台,用于清醒和行为的啮齿动物的开环和闭环刺激实验。在这里,我们介绍了这些具有成本效益的适应性,包括市售LED光源;定制光学卡箍;3D打印卡套硬件和软件,校准和规范输出强度;以及对市售电极阵列的修改,使其能够在近端和远端对记录目标进行刺激。然后,我们在几个开环和闭环实验中展示了这些适应性的能力和多功能性,展示了分析结果的光谱方法,并讨论了刺激的伪影。
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引用次数: 41
A CMOS IC-based multisite measuring system for stimulation and recording in neural preparations in vitro. 基于CMOS集成电路的体外神经制剂刺激和记录多位点测量系统。
Pub Date : 2014-10-10 eCollection Date: 2014-01-01 DOI: 10.3389/fneng.2014.00039
Takashi Tateno, Jun Nishikawa

In this report, we describe the system integration of a complementary metal oxide semiconductor (CMOS) integrated circuit (IC) chip, capable of both stimulation and recording of neurons or neural tissues, to investigate electrical signal propagation within cellular networks in vitro. The overall system consisted of three major subunits: a 5.0 × 5.0 mm CMOS IC chip, a reconfigurable logic device (field-programmable gate array, FPGA), and a PC. To test the system, microelectrode arrays (MEAs) were used to extracellularly measure the activity of cultured rat cortical neurons and mouse cortical slices. The MEA had 64 bidirectional (stimulation and recording) electrodes. In addition, the CMOS IC chip was equipped with dedicated analog filters, amplification stages, and a stimulation buffer. Signals from the electrodes were sampled at 15.6 kHz with 16-bit resolution. The measured input-referred circuitry noise was 10.1 μ V root mean square (10 Hz to 100 kHz), which allowed reliable detection of neural signals ranging from several millivolts down to approximately 33 μ Vpp. Experiments were performed involving the stimulation of neurons with several spatiotemporal patterns and the recording of the triggered activity. An advantage over current MEAs, as demonstrated by our experiments, includes the ability to stimulate (voltage stimulation, 5-bit resolution) spatiotemporal patterns in arbitrary subsets of electrodes. Furthermore, the fast stimulation reset mechanism allowed us to record neuronal signals from a stimulating electrode around 3 ms after stimulation. We demonstrate that the system can be directly applied to, for example, auditory neural prostheses in conjunction with an acoustic sensor and a sound processing system.

在本报告中,我们描述了互补金属氧化物半导体(CMOS)集成电路(IC)芯片的系统集成,能够刺激和记录神经元或神经组织,以研究体外细胞网络中的电信号传播。整个系统由三个主要子单元组成:5.0 × 5.0 mm CMOS IC芯片,可重构逻辑器件(现场可编程门阵列,FPGA)和PC机。为验证该系统,采用微电极阵列(MEAs)对培养的大鼠皮层神经元和小鼠皮层切片进行细胞外活性测定。MEA有64个双向(刺激和记录)电极。此外,CMOS IC芯片配备了专用的模拟滤波器、放大级和刺激缓冲器。来自电极的信号以15.6 kHz采样,分辨率为16位。测量的输入参考电路噪声为10.1 μ V均方根(10 Hz至100 kHz),可以可靠地检测从几毫伏到大约33 μ Vpp的神经信号。实验包括用几种时空模式刺激神经元,并记录触发的活动。正如我们的实验所证明的那样,与电流mea相比,其优势包括能够在任意电极子集中刺激(电压刺激,5位分辨率)时空模式。此外,快速刺激复位机制使我们能够在刺激后约3ms记录来自刺激电极的神经元信号。我们证明,该系统可以直接应用于听觉神经假体,例如,与声学传感器和声音处理系统相结合。
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引用次数: 14
期刊
Frontiers in neuroengineering
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